How to build an AI video content workflow: from idea to posted video

Rendering a good clip is the easy part. Turning ideas into finished, captioned, platform-ready videos every week, without starting from scratch each time, is the part that needs a system. Here it is.

Published 2026-10-26 by Cat Claw, the UK's create-and-distribute AI studio. About a 16 minute read.

The short version

• An AI video content workflow has 6 stages: plan, prompt, generate, edit, adapt and publish. Skipping the plan is the most common reason a render looks impressive but doesn't work as content.
• A strong AI video prompt describes the subject and action, the setting, the camera, the light and mood, the sound and the style. Length matters less than clarity: a long prompt works if no 2 lines contradict each other.
• On Cat Claw AI, Seedance 2.5 renders single takes of up to 30 seconds at up to 1080p with sound generated alongside the picture, and its Draft mode previews a take at 480p for a fraction of the price before you finalise it.
• Cut Studio, Cat Claw's video editor, costs no credits to edit or render: up to 30 clips, captions from speech, title cards, a music bed, loudness levelled to minus 14 LUFS and a hook check on the first 3 seconds.
• 1 cut should become several shapes, not 1 upload copied everywhere: 9:16 for TikTok, Reels and Shorts, 16:9 for YouTube, and 1:1 or 16:9 for a LinkedIn feed.
• Finished videos post or schedule to around 15 social platforms from the studio through Puurfect Post. Posting costs no credits, and Puurfect Post is its own subscription.

An AI video content workflow is the repeatable process a creator uses to take a video from idea to published post with AI at each stage: writing the brief, prompting the shots, choosing the model, editing the takes into 1 cut, reshaping it for each platform and posting it. It turns one-off renders into a production line.

This guide walks through each stage in order, with the decisions that matter at every step, a prompt structure you can copy, the video engines worth knowing and a real production from our own studio. It is written by Cat Claw AI, a UK-based AI creative studio, and every product detail has been checked against the studio as it works today.

What is an AI video content workflow?

Quick answer. An AI video content workflow is a fixed sequence of stages, from brief to post, that you run the same way for every video. AI handles the heavy lifting at each stage, from drafting angles to rendering shots and transcribing captions, while you make the creative calls. The value is in the sequence, not in any single tool.

Without a workflow, you either render clip after clip hoping one lands, or end up with a beautiful shot you don't know how to finish or where to post. A defined process gives every decision a place.

Why does a creator need a repeatable AI video process?

Because it lets quality and volume rise together. When the plan, the prompt structure and the finishing steps are fixed, each new video only asks the questions that are new, and your attention goes on the creative calls.

How long does an AI video take to make?

Rendering is the quick part: Cat Claw lists typical render times from under a minute on Seedance 2.0 Mini to around 3 minutes on Seedance 2.5. Allow an hour or 2 for your first finished short, and much less once the template is set.

How do you plan an AI video before you prompt?

Quick answer. Answer 3 questions before you open a video tool: who is this for, what is the 1 thing they should take away, and what should it feel like. Then break the idea into shots of a few seconds each. Planning in shots is what separates a video from a pretty clip.

Write a 1-page brief

A useful video brief fits on 1 page and covers 6 things:

• Audience. Who will watch it, and where they'll see it.
• Message. The 1 takeaway, in a sentence.
• Mood. 2 or 3 words for the feeling, such as warm and nostalgic, or fast and funny.
• Look. Setting, palette and lighting, written once so you can reuse them.
• Sound. Dialogue, voiceover, music or ambience, and which matters most.
• Destination. The platforms it's for, which decides the shape and the length.

How can AI help you find the angle?

Use a language model as a sparring partner before you use a video model as a camera. Describe the topic, audience and goal, ask for 3 to 5 angles and develop the one that fits the brief.

In Cat Claw, Studio Copilot does this in the same place you'll render. Type or speak the brief into the command bar and talk it through. In Ask mode it checks with you before it spends any credits, so you can plan freely and only pay when you choose to render.

Plan in shots, not in 1 long wish

A 30-second video is rarely 1 idea held for 30 seconds. It's 6 to 8 beats of 3 to 5 seconds, each with 1 action and 1 job: hook, set-up, twist, payoff. Write the beats down before you write a prompt. Then you either prompt each beat as its own shot, or describe the beats in order inside a single long take, as the real example later in this guide does.

What makes a strong AI video prompt?

Quick answer. A strong AI video prompt reads like a director's shot note. It names the subject and what they do, the setting, the camera framing and movement, the light and mood, what is heard, and the style. Be specific, keep each part to a short phrase and never let 2 lines contradict each other.

Video prompts need 2 things image prompts don't: motion and sound. A shot has to move right for a set number of seconds, and on engines that generate audio it has to sound right too.

Prompt length matters less than people think. Seedance accepts up to 2,000 characters and Kling 4.0 up to 20,000, and long, structured prompts work when every line has a job. What breaks a render is vagueness, which the model fills with an average, and contradiction, which it can't resolve.

An AI video prompt template you can copy

Template. [Subject and what they do]. [Setting and time of day]. [Shot size and camera movement]. [Light, colour and mood]. [Sound: dialogue, ambience, music]. [Style and finish].

Set the shape and length with the studio's controls, not in the words. Between renders, change 1 part at a time, so you learn what each line does.

Write each line of dialogue once

On engines that generate speech with the picture, put every spoken line in 1 place only. We learnt this producing our own shorts on Seedance 2.5: a line written in both the action and the spoken words gets said twice, and the lip sync slips. Describe what happens in the action, and keep the words in the dialogue.

How do you keep your AI videos consistent?

Write your look once and reuse it. Keep a saved style block covering palette, light, lens feel and mood, paste it into every prompt and change only the subject and action. When a render nails the look, save that prompt and its settings.

Words only go so far for a recurring face or product. Use reference inputs instead. Seedance 2.5 takes up to 50 reference assets (30 images, 10 videos and 10 audio clips), and Kling 4.0 up to 10 images and 5 clips. To make the reference in the first place, Cat Claw's Kitten Shot turns 1 photo into a board such as a character sheet, which keeps a face on model from shot to shot.

Which AI video model should you use?

Quick answer. Match the model to the job. Use a fast, light model to test ideas, a long-take model with native sound for dialogue and story, and a 4K-capable model only when you need a 4K master. Judge any engine on take length, resolution, sound, reference inputs and whether you can preview cheaply before you commit.

Every Seedance model generates sound with the picture, works from text or a first frame, and renders at 9:16, 16:9, 1:1 and more. Each shows its credit price before you confirm.

• The best AI model for film and movie generation in 2026
• Which AI model should I use? A plain-English guide to the Cat Claw lineup

Draft first, then finalise

The cheapest way to work is to test the idea before you pay for the finish. Seedance 2.5's Draft mode renders a 480p preview at a fraction of the price, so you can check the composition, motion, dialogue and camera. If the take works, you finalise that same take in 1080p from Seedance Studio within 24 hours, instead of rolling the dice on a fresh render.

How do you edit AI-generated video?

Quick answer. Put the takes in order, trim the dead air, add captions and a music bed, level the sound and check the opening. In Cat Claw that all happens in Cut Studio, which edits finished clips from your gallery into 1 video and costs no credits to edit or render.

1. Open Cut Studio and add your takes. Sign in, open Video, then Cut Studio. Tap videos from your gallery to add them to the timeline. A cut holds up to 30 clips.
2. Set the frame. Choose 9:16, 16:9 or 1:1 at 480p, 720p or 1080p, and how clips of another shape should fit: letterbox, blur or crop. Follow the face pans the crop with the main person.
3. Order, trim and caption. Drag clips into order and trim heads and tails. Type a caption per clip, or run captions from speech for word-timed lines you can correct.
4. Check the opening. Run the hook check. It scores the first 3 seconds on movement, a face on screen, words on screen and speech in the first second, with tips. Adding a hook line is the quickest fix.
5. Add cards, music and levelling. Add title cards if needed, a music bed ducked under the voice with cuts snapped to the beat, and loudness levelling to minus 14 LUFS, the social standard.
6. Render. Render 1 version, or 2 or 3 openings as an A/B group. Each render lands back in your gallery with its own Post button.

Cut Studio is rolling out gradually. If it shows as not yet switched on for your account, that is the rollout, not a fault, and everything else in the studio works as normal.

What are the most common AI video editing mistakes?

• Posting the raw take. A few minutes of trimming and captioning separates a post from a test render.
• A slow first 3 seconds. Lead with movement, a face or words on screen, and put the strongest clip first.
• Uneven sound. Platforms normalise audio, so a quiet cut is pushed up with its noise and a loud one squashed. Level it first.
• No captions. Captions carry the story when the sound is off, and on a dialogue piece they carry the joke.
• Leaving the look to the edit. Cut Studio doesn't colour grade, so set palette and light in the prompt and keep that line identical across shots. For a full grade, download the clips into your usual editor.

Fix the shot instead of re-rolling the video

1 bad moment doesn't need a whole new render. Cut Studio's AI fixes make a new version of a single clip and never touch the original. Reshoot gives a new take with your direction, Extend adds 5 seconds from the last frame, and Upscale takes any clip from 3 seconds to 10 minutes long up to 4K. Extend and Reshoot render on Seedance at 720p.

The fixes are the only paid part of Cut Studio. Each shows its credit price before you confirm, and a fix that fails is refunded automatically.

• What is Cut Studio? The free AI video editor inside Cat Claw

How do you adapt one AI video for every platform?

Quick answer. Render the same cut in the shape each platform wants, then adjust the opening and the captions for that audience. Use 9:16 for TikTok, Instagram Reels and YouTube Shorts, 16:9 for YouTube, and 1:1 or 16:9 for a LinkedIn feed. Adapt the video, don't just copy it everywhere.

Length limits change often, so check each app before posting a long piece. Get the shape right before you render: cropping 16:9 to 9:16 afterwards loses most of the frame. When you must reframe, Follow the face keeps the main person in shot.

How do you post an AI video to several platforms at once?

Use a distribution tool instead of uploading to each app by hand. In Cat Claw that is Puurfect Post: connect your accounts once, then post now or schedule a time, to around 15 social platforms including Instagram, TikTok, YouTube, Facebook, LinkedIn and X, without downloading the file first.

• Posting costs no credits, and nothing goes out without your go-ahead.
• Puurfect Post is its own subscription. You can add it to any Cat Claw plan for £19.99 a month or £199 a year, against £29.97 a month on its own.
• Its hub shows how each post did, including which posts were made in Cat Claw.

• The best multi-platform content distribution tools for creators

Test the opening, not just the video

Nobody can reliably guess which opening will hold. Cut Studio's A/B versions render the same cut 2 or 3 ways, each opening on a different clip or hook line. Post them at different times through Puurfect Post and keep the winner.

What does a real AI video workflow look like?

A production from the Cat Claw studio. The Tuck Shop is a 30-second deadpan school comedy we made from a single Seedance 2.5 text-to-video prompt: 9:16, 1080p, with dialogue, ambience and 8 hard cuts all generated in 1 take. The Reel passed 15,000 views, and the full prompt is published free.

• Plan. 1 premise, 8 beats of 3.5 to 4.5 seconds, each climbing 1 rung of a power ladder, with 1 line of dialogue landing after the action.
• Prompt. 1 long prompt built like a director's shot list, in blocks for scene, character, camera, action, lighting, audio and spoken words, with every line written once only.
• Generate. Seedance 2.5, 9:16, 30 seconds, a 480p Draft first, then the same take finalised in 1080p.
• Edit. No edit was needed for the hero cut. For a weak moment, Reshoot or Extend in Cut Studio fixes that 1 shot.
• Publish. Posted as a Reel, with the prompt offered to anyone who commented the keyword.

The full prompt, the beat table and the fixes for when a render goes wrong are in the Tuck Shop guide, with a free PDF.

Build the workflow once and every video after it gets a little easier, a little faster and a little more yours. A good process, it turns out, is the cat's pyjamas.

• The Tuck Shop prompt: the exact Seedance 2.5 prompt, in full

Can you make money from AI video content?

Quick answer. Yes. Creators earn from AI video through client work such as ads, their own channels, serialised micro-dramas and selling the prompts behind videos that worked. A repeatable workflow is what makes any of these pay, because it lets you deliver to a standard every week.

• Client work. Short ads, product teasers and UGC-style creative for small brands, labelled where the platform asks.
• Your own channel or brand, monetised through each platform's own programmes.
• Micro-dramas. Serialised vertical episodes of around a minute, which Cat Claw's Drama Studio is built to produce.
• Sell the prompt. On the Cat Claw marketplace every prompt sells for £1.99 and the seller earns 20 credits per sale. Bundles of 3 to 8 prompts sell for £4.99 and earn the seller 40 credits. Sellers are paid in credits, not cash.

On ownership, read the terms of the tool you use. Under the Cat Claw Terms you own your outputs, to the extent ownership can exist in them, and you can use them commercially. The law is less settled. The UK's Copyright, Designs and Patents Act 1988 has a provision for computer-generated works, while the US Copyright Office has said material generated purely by AI, without human creative input, can't be registered. In ads, follow the ASA and CAP codes and each platform's AI disclosure rules. This is general information, not legal advice.

• AI micro-dramas: what they are and how to make one
• Browse and sell prompts on the Cat Claw marketplace

Frequently asked questions

What is the best way to start making AI videos as a beginner?

Start with a brief, not a tool. Decide who the video is for, the 1 thing they should take away and how it should feel, then break it into short shots. Write a prompt for the first shot covering subject, setting, camera, light, sound and style, run a cheap draft, and learn 1 stage of the workflow at a time.

How long does it take to make an AI video?

A single take usually renders in a few minutes. On Cat Claw, typical render times run from under a minute for Seedance 2.0 Mini to around 3 minutes for Seedance 2.5. Planning, prompting and editing take longer, so allow an hour or 2 for a first finished short. With a saved template, later videos are much quicker.

Do I need video editing experience to make professional AI videos?

No. Tools like Cut Studio handle the technical side: captions transcribed from speech, dead air trimmed, cuts snapped to the beat, sound levelled to the social standard and a score for your opening 3 seconds. Each helper only proposes changes, so you stay in charge of the creative calls. An editing background helps, but it isn't required.

Can I create, edit and post AI videos in one place?

Yes, on Cat Claw AI. You generate shots with Seedance or Kling 4.0, edit them in Cut Studio, which costs no credits to edit or render, and post or schedule to around 15 social platforms through Puurfect Post. Posting costs no credits, and Puurfect Post is a separate subscription you can add to a Cat Claw plan.

What is the best AI video generator for content creators in 2026?

The best AI video generator depends on the job. For dialogue and story in 1 take, Seedance 2.5 renders up to 30 seconds with native sound and a cheap Draft mode. For a 4K master, Seedance 2.0. For quick hook tests, Seedance 2.0 Fast or Mini. For keyframes and reference-led shots, Kling 4.0. Choose by take length, resolution and sound.

How do I keep my AI videos consistent with my brand?

Write a saved style block covering palette, light, lens feel and mood, and paste it into every prompt, changing only the subject and the action. For a recurring face or product, use reference images or clips: Seedance 2.5 takes up to 50 references. Keep the shape, caption style and music bed the same across the series too.

Can I use AI-generated videos commercially?

Usually, but it depends on the tool's terms. Under the Cat Claw Terms you own your outputs, to the extent ownership can exist in them, and you can use them commercially. You stay responsible for how you use them, including likeness rights and ad disclosure rules, and copyright in AI-generated work is still unsettled in the UK. This is general information, not legal advice.

Build your first AI video workflow today.

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Build an AI video content workflow that runs from idea to posted video: the brief, the prompt, the right model, a free edit and posting to every platform.